{"id":"W4409841182","doi":"10.1016/j.colegn.2025.04.001","title":"Primary healthcare professionals’ views on cardiovascular rehabilitation and disease management","year":2025,"lang":"en","type":"article","venue":"Collegian Journal of the Royal College of Nursing Australia","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Rehabilitation; Health professionals; Disease; Medicine; Primary care; Disease management; Health care; Physical medicine and rehabilitation; Nursing; Physical therapy; Family medicine; Political science; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001125097,0.000159534,0.0006390507,0.0002638016,0.0002252831,0.000005789536,0.0001225508,0.00007867289,0.000009111548],"category_scores_gemma":[0.0001593378,0.0001112512,0.0005223423,0.0004159361,0.0001592718,0.00003889879,0.00003140876,0.0003635723,0.000001178018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007840852,"about_ca_system_score_gemma":0.0008657794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007151325,"about_ca_topic_score_gemma":9.637006e-7,"domain_scores_codex":[0.9977915,0.0004089895,0.0007179478,0.000194507,0.0006236975,0.000263366],"domain_scores_gemma":[0.998443,0.0001168857,0.0002956286,0.0003955457,0.0002284443,0.0005204608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0213008,0.003619509,0.02195315,0.0255158,0.001204152,0.0004495577,0.002208851,0.000560285,0.00005062003,0.01659306,0.855712,0.05083221],"study_design_scores_gemma":[0.00808579,0.002146433,0.8949056,0.03878532,0.001684343,0.000141829,0.004431873,0.00005372626,0.00009585305,0.002601248,0.046838,0.0002299602],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8629817,0.006835719,0.00005939018,0.1134847,0.005373708,0.00386287,0.0001702265,0.00001663999,0.007215081],"genre_scores_gemma":[0.9879097,0.00007420487,0.00137149,0.001167822,0.0001486,0.00001459442,0.00000298894,0.0000131591,0.009297457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8729525,"threshold_uncertainty_score":0.4536691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03591107336570207,"score_gpt":0.3639103805842233,"score_spread":0.3279993072185212,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}